TRM-IoT: A trust management model based on fuzzy reputation for internet of things
By Dong Chen, G. Chang, Dawei Sun, Jiajia Li, Jie Jia, Xingwei Wang. Computer Science and Information Systems, 2011
330 citations recorded by the source corpus.
Since a large scale Wireless Sensor Network (WSN) is to be completely integrated into Internet as a core part of Internet of Things (IoT) or Cyber Physical System (CPS), it is necessary to consider various security challenges that come with IoT/CPS, such as the detection of malicious attacks. Sensors or sensor embedded things may establish direct communication between each other using 6LoWPAN protocol. A trust and reputation model is recognized as an important approach to defend a large distributed sensor networks in IoT/CPS against malicious node attacks, since trust establishment mechanisms can stimulate collaboration among distributed computing and communication entities, facilitate the detection of untrustworthy entities, and assist decision-making process of various protocols. In this paper, based on in-depth understanding of trust establishment process and quantitative comparison among trust establishment methods, we present a trust and reputation model TRM-IoT to enforce the cooperation between things in a network of IoT/CPS based on their behaviors. The accuracy, robustness and lightness of the proposed model is validated through a wide set of simulations.
Subfields: Computer Networks and Communications
View Paper: https://www.semanticscholar.org/paper/6b96e829ca077339dace8c4fc40421254b6f1d35
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Computer Networks and Communications
- Jia Guo
- Ing-Ray Chen
- Fenye Bao
- Luigi Atzori
- Michele Nitti
- Zheng Yan
- Roberto Girau
- Athanasios V. Vasilakos
Citations in the corpus
- Trustworthiness Management in the Social Internet of Things (2014, background): “In [11], the authors propose a model based on fuzzy reputation for trust evaluation to enforce things cooperation in a WSN of IoT/CPS based on their behaviors.”
- Trust Management for SOA-Based IoT and Its Application to Service Composition (2016, methodology): “Despite the abundance of trust protocols for P2P and ad hoc sensor networks [9, 31, 32, 39, 40], there is little work on trust management for IoT systems [3, 4, 5, 7, 37].”
- A survey on trust management for Internet of Things (2014, background): “[2] proposed a trust management model based on fuzzy reputation for IoT that considers a specific IoT environment consisting of only wireless sensors with QoS trust metrics containing such elements as packet forwarding/delivery ratio and energy consumption.”
- Internet of Things: Security vulnerabilities and challenges (2015, background): “Finally, a number of papers [47], [48], [49], [50], [51], [52] have focused on the issue of trust in IoT on different dimensions.”
- Trust-Based Service Management for Social Internet of Things Systems (2016, neutral): “—————————— ——————————”